Identification of Parametric Models: From Experimental DataSpringer, 1997. gada 14. janv. - 413 lappuses The identification of parametric models from experimental data is a fundamental activity among researchers and engineers in pure and applied sciences. This work addresses the topic by examining, among others, the following areas: • choice of an appropriate model structure which allows the estimation of all parameters; • choice of a quality criterion for rating models; • incorporation of prior knowledge and objectives and guarding against possible outliers; • optimization of the selected criterion and simple yet exact evaluation of characteristics; • evaluation of uncertainty in estimated parameters; • design of experimental conditions for the collection of the most pertinent information given prior constraints and objectives. Identification of Parametric Models deals with these questions in a straightforward style while providing a global vision of the methodology. Suitable for engineers and researchers who practise mathematical modelling from experimental data, graduate students who wish to become acquainted with the field, this text will also be a valuable resource for specialists in the field. |
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1.–3. rezultāts no 94.
... model output depends linearly . number of the parameters on which the model output depends nonlinearly . number of parameters ( dimension of p ) . input - output delay in a discrete time model . number of significant digits number of ...
... output of the model of the process , and not that of the process itself . It is only because the model output is constrained to resemble that of the process that the process output will resemble the reference trajectory . Even if the ...
... output error , e ( t , p ) = y ( t ) ym ( t , p ) , provided that y ( t ) does not depend on p , the error sensitivity is related to that of the model output by Sym ( t , p ) -Se ( t , p ) . For an LI model described by an nth - order ...
Saturs
Introduction | 1 |
Structures 779 | 7 |
Criteria WLA BBW | 39 |
Autortiesības | |
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